Fcγ-receptors Induce Mac-1 (CD11b/CD18) Mobilization and Accumulation in the Phagocytic Cup for Optimal Phagocytosis
Bibliographic record
Abstract
Functional interactions between Fcγ-receptors (FcγR) and the β2 integrin Mac-1 (CD11b/CD18) have been described, but the molecular basis of this relationship remains unclear. Although the glycosylphosphatidylinositol-linked receptor FcγRIIIB of human neutrophils is constitutively associated with Mac-1, we found no evidence for direct physical association between Mac-1 and the FcγR of mouse macrophages, which are transmembrane proteins. Nevertheless, Mac-1 accumulated in the phagocytic cup following engagement of FcγR by IgG-opsonized particles. Blocking the CD18 chains of β2 integrins by using specific antibodies reduced Mac-1 accumulation in the cup. These antibodies or the addition of the recombinant CD11b I-domain inhibited the ingestion of IgG-opsonized particles. FcγR cross-linking stimulated cell adhesion to surfaces coated with Mac-1 ligands and in addition enabled macrophages to bind C3bi-opsonized particles, indicating that FcγR-derived signals induce activation of Mac-1. Measurements of fluorescence recovery after photobleaching revealed that whereas most (>80%) of Mac-1 is immobile in resting cells, stimulation of FcγR markedly increases the mobile fraction of the integrin. Activation of Mac-1 by FcγR required the activity of Src family tyrosine kinases, phosphatidylinositol 3-kinase and phospholipase C, with the release of diacylglycerol and stimulation of protein kinase C. Because elevated cytosolic Ca2+ was not required, we suggest that novel protein kinase C isoforms are involved in Mac-1 activation. These results suggest that FcγR stimulation promotes Mac-1 clustering into high avidity complexes in phagocytic cups by releasing the integrin from cytoskeletal constraints and enhancing its lateral diffusion. FcγR can enhance host defense by activating Mac-1 (and possibly other integrins), having a synergistic effect on pathogen engulfment and promoting the adherence of phagocytes at sites of infection. Functional interactions between Fcγ-receptors (FcγR) and the β2 integrin Mac-1 (CD11b/CD18) have been described, but the molecular basis of this relationship remains unclear. Although the glycosylphosphatidylinositol-linked receptor FcγRIIIB of human neutrophils is constitutively associated with Mac-1, we found no evidence for direct physical association between Mac-1 and the FcγR of mouse macrophages, which are transmembrane proteins. Nevertheless, Mac-1 accumulated in the phagocytic cup following engagement of FcγR by IgG-opsonized particles. Blocking the CD18 chains of β2 integrins by using specific antibodies reduced Mac-1 accumulation in the cup. These antibodies or the addition of the recombinant CD11b I-domain inhibited the ingestion of IgG-opsonized particles. FcγR cross-linking stimulated cell adhesion to surfaces coated with Mac-1 ligands and in addition enabled macrophages to bind C3bi-opsonized particles, indicating that FcγR-derived signals induce activation of Mac-1. Measurements of fluorescence recovery after photobleaching revealed that whereas most (>80%) of Mac-1 is immobile in resting cells, stimulation of FcγR markedly increases the mobile fraction of the integrin. Activation of Mac-1 by FcγR required the activity of Src family tyrosine kinases, phosphatidylinositol 3-kinase and phospholipase C, with the release of diacylglycerol and stimulation of protein kinase C. Because elevated cytosolic Ca2+ was not required, we suggest that novel protein kinase C isoforms are involved in Mac-1 activation. These results suggest that FcγR stimulation promotes Mac-1 clustering into high avidity complexes in phagocytic cups by releasing the integrin from cytoskeletal constraints and enhancing its lateral diffusion. FcγR can enhance host defense by activating Mac-1 (and possibly other integrins), having a synergistic effect on pathogen engulfment and promoting the adherence of phagocytes at sites of infection. Mac-1, a heterodimeric receptor primarily expressed in neutrophils and monocytes/macrophages, is composed of a specific α chain (CD11b) and the β2 chain (CD18) which is common to the other members of the β2 integrin family (1Ehlers M.R. Microbes Infect. 2000; 2: 289-294Crossref PubMed Scopus (258) Google Scholar). As is the case for other integrins, Mac-1 (also known as CD11b/CD18, αMβ2, Mo-1, or CR3) activation is required for efficient binding to several ligands such as intercellular adhesion molecule 1, C3bi, or fibrinogen. Activation of the cells by specific agonists induces the receptor to undergo conformational changes, mobilization, and clustering by a process known as inside-out signaling (2Hughes P.E. Pfaff M. Trends Cell Biol. 1998; 8: 359-364Abstract Full Text Full Text PDF PubMed Scopus (383) Google Scholar, 3van Kooyk Y. Figdor C.G. Curr. Opin. Cell Biol. 2000; 12: 542-547Crossref PubMed Scopus (294) Google Scholar). A variety of studies have demonstrated that Mac-1 participates in a number of important aspects of the innate immune response, including phagocyte adhesion, migration, and engulfment of complement-opsonized particles (1Ehlers M.R. Microbes Infect. 2000; 2: 289-294Crossref PubMed Scopus (258) Google Scholar, 4Coxon A. Rieu P. Barkalow F.J. Askari S. Sharpe A.H. von Andrian U.H. Arnaout M.A. Mayadas T.N. Immunity. 1996; 5: 653-666Abstract Full Text PDF PubMed Scopus (546) Google Scholar). Such functions are generally triggered by direct binding of ligands like intercellular adhesion molecule 1 and C3 complement fragment C3bi to Mac-1. In addition, Mac-1 interacts with and appears to serve as a signaling partner for glycosylphosphatidylinositollinked receptors such as urokinase-type plasminogen activator receptor and CD14 (5Todd III, R.F. Petty H.R. J. Lab. Clin. Med. 1997; 129: 492-498Abstract Full Text PDF PubMed Scopus (93) Google Scholar). Whereas Mac-1 can directly recognize components of the microbial wall (6Vetvicka V. Thornton B.P. Ross G.D. J. Clin. Investig. 1996; 98: 50-61Crossref PubMed Scopus (362) Google Scholar, 7Thornton B.P. Vetvicka V. Pitman M. Goldman R.C. Ross G.D. J. Immunol. 1996; 156: 1235-1246PubMed Google Scholar), phagocytosis via this receptor is most efficient when the target particles are coated with complement fragment C3bi, a process known as opsonization. Opsonic phagocytosis can also be mediated by Fcγ-receptors (FcγR), 1The abbreviations used are: FcγR, Fcγ-receptors; agg-IgG, aggregated human IgG; FCS, fetal calf serum; FRAP, fluorescence recovery after photobleaching; HBSS, Hank's buffered saline solution; HPMI, Hepes-buffered solution RPMI-1640; IgG-RBC or C3bi-RBC, IgG-or C3bi-opsonized red blood cells; mAb, monoclonal antibodies; MFI, mean fluorescence intensity; PI3K, phosphatidylinositol 3-kinase; FITC, fluorescein isothiocyanate; PMA, phorbol 12-myristate 13-acetate; Ab, antibody; BSA, bovine serum albumin; PE, phycoerythrin; PBS, phosphate-buffered saline; PKC, protein kinase C; TRITC, tetramethylrhodamine isothiocyanate; GST, glutathione S-transferase; GFP, green fluorescent protein; BAPTA-AM, 1,2-bis(2-aminophenoxy)ethane-N,N,N′,N′-tetraacetic acid-acetoxymethyl ester; DiC8, 1,2-dioctanoyl-sn-glycerol; PLC, phospholipase C. which recognize the constant region of IgG bound to antigenic particles (8Gessner J.E. Heiken H. Tamm A. Schmidt R.E. Ann. Hematol. 1998; 76: 231-248Crossref PubMed Scopus (345) Google Scholar). Unlike the integrins, however, FcγR are capable of binding and responding to their ligands without priming, i.e. stimulation of the cells by other agonists. In vitro studies using single opsonins have demonstrated that engagement of either FcγR or Mac-1 suffices to initiate phagocytosis. However, interactions between the two systems have been suggested by various observations. Neutrophils from leukocyte adhesion deficiency which have in the CD18 A. PubMed Google Scholar), have a reduced to IgG-opsonized red blood cells J. Clin. Investig. PubMed Scopus Google Scholar). antibodies that Mac-1 phagocytosis without the binding of FcγR to its ligands J. Immunol. Google Scholar). adhesion of neutrophils to immune complexes was inhibited by antibodies either CD18 or CD11b J. Biol. 1998; Full Text Full Text PDF PubMed Scopus Google Scholar, S. H. S. M. H. J. Biol. PubMed Scopus Google Scholar), and immune of neutrophils in or on immune complexes in vitro A. Mayadas T.N. J. Med. 1997; PubMed Scopus Google Scholar). These studies and that of A. S. S. Mayadas T.N. Immunity. Full Text Full Text PDF PubMed Scopus Google suggest that Mac-1 is required for leukocyte adhesion following FcγR FcγR and Mac-1 receptors remains of FcγR, the human been to in physical association with Mac-1. A is to between which undergo in human neutrophils M. III, R.F. Petty H.R. J. Immunol. Google Scholar, H. III, R.F. Petty H.R. J. Biol. Google Scholar). However, association with FcγRIIIB is to for the of FcγRIIIB is to human neutrophils J. Med. PubMed Scopus Google Scholar, M. J. Med. 1996; PubMed Scopus Google Scholar), between Mac-1 and FcγR been in cell that this receptor is clustering and signaling be by the of Mac-1 and which is a glycosylphosphatidylinositol-linked and of In this we to the transmembrane of FcγR, such as expressed in cells undergo interactions with Mac-1. this we the of Mac-1 in the phagocytosis of IgG-RBC in mouse In we direct physical interactions between Mac-1 and FcγR in cells, and we the that FcγR engagement to inside-out activation of Mac-1. and fetal calf serum from and IgG from and was from the to was by of the and in the the α I-domain to are by of the recombinant was as J. Biol. Full Text Full Text PDF PubMed Scopus Google Scholar). CD18 and and from the and and from and from H. and A. of or from the IgG fraction from by using to the and and IgG from and IgG and or from and C from and or from and from other from human IgG was by human IgG to for by at for was used at Cell and macrophages in with and and 1 the immune binding cells on by with for at with and to at for in Hepes-buffered receptor cells on with the S. Clin. Immunol. 98: PubMed Scopus Google Scholar), a from A. using to the and used of and with IgG as M. A. S. J. Cell Biol. 2000; PubMed Scopus Google Scholar). C3bi was by with of in with and for 1 at was and with serum for at with and used for binding induce cells to IgG-opsonized in with at for to by for by with to with or with at for IgG-RBC binding cells to IgG-opsonized the as for phagocytosis that was for at by at with to with binding cells for and with or without or of for to the addition of the cells with or C at by in to addition of with the cells for and with the cells stimulated with Blocking and for at with to binding cells for at with or without or IgG in with IgG to the and binding or phagocytosis in the of the Ab, as CD18 the was with IgG-RBC to with by for 1 accumulation of CD18 in the cup and was from by the in the cup and in by using using the recombinant or GST, IgG-RBC for with or without recombinant protein in BSA, and this was to cells to was as and cells with 1 of of or of as to and with or without for at or as at was to the in PBS, and with to human IgG and cells from and with in for at in the case of at in the of and with buffered saline solution and to with for and at for with or the cells for of human IgG or integrin chains with and the number of integrin the fluorescence PE, was used to the with of and of by a with and the number of cell of β2 integrins, cells with activation a from at for using or mouse in with and with or without in HBSS, 1 and of IgG used as after of integrins and receptors was using on either with or to 1 for at cells and the of was of in using the of the of the in a of the fluorescence A from the that was to serve as a after photobleaching with a to photobleaching for a to and in as and to the at to for or for in recovery of the of CD11b or was as the of the fluorescence to the to recovery was also of the cells and after photobleaching and to that no or in the of and as A. Mayadas T.N. J. Med. 1997; PubMed Scopus Google Scholar). coated with and with for and coated with for and with for immune with IgG in for 1 cells in or and for at with and with to integrins or by and cells with and with in at or for at was by with in for for 1 with in with and was for 1 at in for 1 at with by and fluorescence using a with a FITC, and using the and expressed as mean to the of using CD18 for of the and the of CD18 and CD11b on the of cells by of CD18 of CD18 and CD11b was which is to for macrophages G.D. J. Biol. PubMed Scopus Google Scholar). These that in cells of the CD18 chains associated with CD11b chains to the Mac-1 integrin a between β2 integrins and transmembrane FcγR, we the effect of monoclonal antibodies CD18 J. Med. PubMed Scopus Google on the phagocytosis of IgG-RBC by 1 that with of the phagocytosis phagocytic from in the to in cells effect was a of no of phagocytosis of phagocytosis by was not to with the binding of the opsonins to the FcγR, of the number of IgG-RBC associated with the phagocytes revealed no between and cells 1, Although we no of the α chain of Mac-1, we that this receptor have been at in for the of on its and on the of J. Immunol. Google Scholar), found that Mac-1 is the β2 integrin to phagocytosis in human and A of of the of known as the been in the binding of Mac-1 to several ligands J. Biol. Full Text Full Text PDF PubMed Scopus Google Scholar). Mac-1 is required for phagocytosis of we the effect of a recombinant protein of the I-domain of CD11b on phagocytosis. by using the protein 1 that in the of the the phagocytic was reduced by as with whereas in the of no effect on phagocytosis. These results that is in at in the I-domain of In addition to CD11b/CD18, we found that cells also the of this β2 integrin phagocytosis. of the α chain of not phagocytosis of IgG-RBC These results that not β2 integrin family members in phagocytosis. on CD18 and CD11b the of this of CD18 and CD11b at the the relationship between FcγR and Mac-1, we the of CD18 and CD11b phagocytosis of that CD18 and CD11b in phagocytic by the of IgG-RBC by the in a case of CD18 accumulation in the cup and the used to the in CD18 and CD11b at the in to its in the In the of CD18 at the cup the found in other of the the These results are with the of Mac-1 J. A. V. J. Cell PubMed Google in macrophages phagocytosis of FcγR and CD11b FcγR are known to at the phagocytic the accumulation of Mac-1 that the two of receptors the two receptor are constitutively we of FcγR by IgG complexes also the of Mac-1. at to the of cells, which can be by A and or by using the receptor clustering triggered by induces of the FcγR, which can be by and and by using antibodies to human IgG or FcγR A. S. J. PubMed Scopus Google for that whereas a fraction of FcγR the of Mac-1 at the cell was by and with and but by C and with and results when was by cross-linking FcγR by using mouse IgG and IgG These suggest that Mac-1 and FcγR are not constitutively Nevertheless, is that constitutively associated receptors undergo and that Mac-1 to the used to the of the which not receptor was by the lateral of Mac-1 and of FcγR by using fluorescence recovery after photobleaching on the the of the cells, for to the and that the was the As in and in and the of FcγR was mobile in the of the a fraction of Mac-1 was and the of lateral of mobile receptors was and that of These results are in with the of Mac-1 been to be by its with the J. Immunol. Google Scholar), whereas FcγR was found not to be by cytoskeletal association PubMed Scopus Google Scholar). with the results of the transmembrane FcγR and Mac-1 are not associated to a by Mac-1 to the binding of Mac-1 is required for its at the cells with the of a CD18 to with cells with in the of by with that the antibodies not directly the cytoskeletal in by the of a direct by In the of the accumulation of CD18 at the cup was reduced to the with cells that not the in CD18 and Mac-1 at the phagocytic cup by which their binding J. Med. PubMed Scopus Google Scholar), that accumulation is in to binding of ligands in the region of Such ligands be on the or be of the of components that at the sites of phagocytosis. the integrins are to cytoskeletal and immobile in the of the that Mac-1 at the cup by lateral and with ligands that activation of at a fraction of the integrin have engagement of this we FcγR-derived signals the avidity of Mac-1 for its the activation of Mac-1, we its to induce the of and bind was that neutrophils to surfaces coated with immune complexes by a Mac-1 A. Mayadas T.N. J. Med. 1997; PubMed Scopus Google Scholar). observations. on surfaces coated with BSA, cells not as by integrin and on immune complexes by antibodies to surfaces the cells and that for Mac-1 as as in evidence that FcγR stimulation integrins in addition, that such stimulation not direct between In cells on BSA, and FcγR stimulated with As stimulation the of the FcγR ligands and BSA, a known of Mac-1 A. J. Immunol. 2000; PubMed Scopus Google Scholar). not induce as by in that addition of to FcγR whereas Mac-1 on the relationship between the Mac-1 can also the binding and of particles. the binding of C3bi-opsonized to cells to the of activation of Mac-1. As in binding of particles to macrophages was As A. Curr. Biol. 2000; Full Text Full Text PDF PubMed Scopus Google Scholar), inside-out of Mac-1 by with phorbol the of Mac-1 to bind C3bi-opsonized stimulation of cells with also enabled the cells to bind particles that binding of by cells via Mac-1, was inhibited by the cells with 1 of the a J. Med. 156: PubMed Scopus Google Scholar, H. S. J. Med. PubMed Scopus Google Scholar). In of the that not induce of Mac-1 in cells results that stimulation of FcγR suffices for inside-out activation of Mac-1. of Mac-1 Activation by activation can from or avidity for its or from a of M. C. C. Immunity. 2000; Full Text Full Text PDF PubMed Scopus Google Scholar). the of Mac-1 was FcγR was by the of on the α chains of human β2 integrins, including Mac-1, that is by after the integrin the conformational associated with activation J. 8: PubMed Scopus Google Scholar). Because the not recognize integrins, we used the human for As J. Immunol. 2000; PubMed Scopus Google Scholar), revealed a in the of the by on the of cells in the of high of of A and of In no in binding was in cells stimulated with of of A and These results suggest that in the of CD11b are not the Mac-1 activation following engagement of when is not binding to can clustering of integrins, which increases the avidity for in β2 integrins can from of the receptors the after their release from the cytoskeletal which receptor clustering Kooyk Y. Figdor C.G. Curr. Opin. Cell Biol. 2000; 12: 542-547Crossref PubMed Scopus (294) Google Scholar, J. Clin. Investig. 1996; PubMed Scopus Google Scholar). the of Mac-1 is by stimulation of of CD11b chains was in resting and stimulated cells using FRAP, as and the results are in In cells, a fraction of CD11b was found to be mobile the of As a we J. J. Biol. 2000; Full Text Full Text PDF PubMed Scopus Google that activation of by phorbol a fraction of the integrin from its the mobile fraction to we also found that stimulation of the cells with a in the fraction of mobile CD11b to that by releasing the cytoskeletal constraints that the of Mac-1 Kooyk Y. Figdor C.G. Curr. Opin. Cell Biol. 2000; 12: 542-547Crossref PubMed Scopus (294) Google Scholar, J. Clin. Investig. 1996; PubMed Scopus Google Scholar), FcγR stimulation promotes the of high avidity interactions between the integrin and its which are on the of phagocytic of CD11b using of the of cells with and fluorescence recovery was as and for either or for with or two of in at are of with with with in a to Activation of FcγR found not to directly with Mac-1, the of the be by signaling the of the we the of a variety of agonists and with on the of FcγR to binding of C3bi-opsonized to results of studies are in with M. PubMed Scopus Google Scholar), stimulation with diacylglycerol to the cells to bind C3bi-opsonized particles. of binding was to that by FcγR that a common activation of was by using two C and that by As in the activation of Mac-1 by FcγR, a for in the of Mac-1 by and of the FcγR effect by C, a diacylglycerol suggest that the are mediated by novel isoforms of of diacylglycerol is to be the of by we found that of by the activation of Mac-1 by FcγR of the was by addition of which the by Although the phospholipase also to the of diacylglycerol in cells PubMed Scopus Google Scholar), suggest that is a to diacylglycerol Mac-1 activation. between and novel isoforms of PKC, we the effect of the cells with by with the that effect on the binding of C3bi-opsonized particles. Because isoforms are to their novel we that the a in the stimulation of Mac-1 by signaling on the activation of Src family and tyrosine kinases, which in target several including M. P. J. Med. PubMed Scopus Google Scholar, S. A. PubMed Scopus Google and phosphatidylinositol 3-kinase A. PubMed Scopus Google Scholar). the of tyrosine in Mac-1 activation by using the which Src family As in Mac-1 activation was in the of this no effect when Mac-1 was directly by the that Mac-1 activation is of Src family kinase activation. we the of PI3K, which was to to of neutrophils on immune complexes J. Biol. 1998; Full Text Full Text PDF PubMed Scopus Google Scholar). binding of was found to be in cells with the that is required either or in addition to the activation of was in human integrins can their activation by of and the activation of S. J. Cell Biol. PubMed Scopus Google Scholar). was to the integrins by of their sites to the not to for the of C3bi-opsonized particles by Mac-1 in cells, of was without is that the fraction of Mac-1 in macrophages is to and that a is required for their activation J. J. Biol. 2000; Google Scholar, J. Biol. Google Scholar). As in this cross-linking of FcγR can such a between FcγR and integrins been suggested by several including the reduced of leukocyte adhesion deficiency neutrophils to IgG-opsonized particles J. Clin. Investig. PubMed Scopus Google and the that antibodies that Mac-1 phagocytosis without the binding of FcγR to its ligands J. Immunol. Google Scholar). In the case of human be to the known direct association between Mac-1 and However, the receptor is to human neutrophils and the between integrins and FcγR in A. Mayadas T.N. J. Med. 1997; PubMed Scopus Google Scholar). of phagocytic FcγR are expressed in mouse cells, and which are transmembrane proteins. Because no are we the of in Mac-1 activation by using a used also but the is not involved in the activation of phagocytosis in inhibited the binding of by by but not as that and are involved in this In of we a to for the activation of Mac-1, and possibly other integrins, following the engagement of we suggest that cross-linking of FcγR to the activation of Src family and stimulation of which have been in various A. PubMed Scopus Google Scholar). release of diacylglycerol from PKC, which in release the integrins from their cytoskeletal isoforms of are to be in this as but not was required for Mac-1 activation. novel isoforms have been a in phagocytosis S. J.E. M.R. J. Immunol. 2000; PubMed Scopus Google Scholar). cytoskeletal via of like C kinase which is involved in enhancing the of β2 integrins J. J. Biol. 2000; Full Text Full Text PDF PubMed Scopus Google Scholar). with this C kinase is in the of macrophages phagocytosis of IgG A. J. Med. 1996; PubMed Scopus Google Scholar). having lateral as a of cytoskeletal the integrins to sites of high avidity Whereas or other also enhance the of the integrins for their we to such by using the A revealed the of a associated with Mac-1 by FcγR in human a conformational in the I-domain of Mac-1 that to J. Biol. 1998; Full Text Full Text PDF PubMed Scopus Google Scholar). Because are with in the avidity of Mac-1, is that activation of Mac-1 on the FcγR the of FcγR clustering M. C. C. Immunity. 2000; Full Text Full Text PDF PubMed Scopus Google Scholar). human neutrophils J. Biol. 1998; Full Text Full Text PDF PubMed Scopus Google Scholar, S. H. S. M. H. J. Biol. PubMed Scopus Google Scholar), macrophages not Mac-1 in to lateral appears to be the of Mac-1 A of is in was J. Biol. 1998; Full Text Full Text PDF PubMed Scopus Google that of activity β2 adhesion of neutrophils to immune complexes and the of the activation of Mac-1 by immune In addition, clustering receptors was found to be on activity M. C. C. Immunity. 2000; Full Text Full Text PDF PubMed Scopus Google Scholar). studies also suggested that to be for activation of Mac-1 by is that is for the activation of can be stimulated by family like which for activation J. J. Med. PubMed Scopus Google Scholar). of with in the activation of the integrins, possibly by the of of the A. Curr. Biol. 2000; Full Text Full Text PDF PubMed Scopus Google Scholar, Curr. Opin. Cell Biol. 1997; PubMed Scopus Google Scholar, J. M. J. Cell Biol. 2000; PubMed Scopus Google Scholar). In using human J. Clin. Investig. PubMed Scopus Google the of two of Mac-1. suggested that of the Mac-1 is mobile and to the of the cells as to was to be and this fraction was to in phagocytosis. fraction of mobile Mac-1 found in with cells be of cells or in the or of the was not in the by J. Clin. Investig. PubMed Scopus Google is the immobile Mac-1 to the phagocytic the that integrins are lateral be required for to to a for the of this immobile not by adherence to the such as and which are to the by integrins, are found the phagocytic cup ingestion of IgG-opsonized particles A. J. Med. 1996; PubMed Scopus Google Scholar). can be integrins are by FcγR and to at the cup. of the ligands that integrins to cups by IgG-RBC is not However, results suggest that binding the I-domain of the CD11b on the between the and of integrins (6Vetvicka V. Thornton B.P. Ross G.D. J. Clin. Investig. 1996; 98: 50-61Crossref PubMed Scopus (362) Google Scholar, G.D. Immunol. 2000; PubMed Google Scholar), is that Mac-1 ligands also of the of FcγR and Mac-1 ligands is to on the of particles. the engagement of FcγR serve to the integrins, which on the including complement and of the G.D. Immunol. 2000; PubMed Google Scholar). effect of the two receptor the phagocytic for CD11b H. and A. for antibodies; and A. for the also C. and for with the of antibodies and the recombinant
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".